A random access and multiuser detection approach for massive access of low-complexity machine communications in cellular networks

Husain Nizamuddin, A. F. D. Santos, T. Wild
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引用次数: 2

Abstract

Machine-to-Machine (M2M) communication has recently attracted significant interest, and is expected to play a major role in future wireless communication. Various M2M applications are being considered for integration to modern cellular networks including tracking, metering and eHealth, thus benefiting from the wide coverage and lower deployment costs. However, there exist applications supported by low end machine and sensor terminals constrained by limited battery, transmit power, complexity and cost, which suffer from the bulky signal processing and control overheads of existing systems making way for investigating new MAC and PHY approaches. In this paper we present a simple and efficient cross layer design for operation at low transmit powers and bandwidth, accommodating applications with sporadic, low volume transmissions and relatively relaxed QoS requirements. A wide range of monitoring and sensing applications fall in this category and will be a corner stone for realizing future Smart Cities. Using simulations, we identify the bounds on maximum supported machine terminals in a cell with above application characteristics, and also investigate the transmission latency and energy efficiency of the machine terminals.
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蜂窝网络中低复杂度机器通信海量访问的随机访问和多用户检测方法
机器对机器(M2M)通信最近引起了人们的极大兴趣,并有望在未来的无线通信中发挥重要作用。正在考虑将各种M2M应用程序集成到现代蜂窝网络,包括跟踪、计量和电子保健,从而受益于广泛的覆盖范围和较低的部署成本。然而,由于电池、传输功率、复杂性和成本的限制,低端机器和传感器终端支持的应用存在,这些应用受到现有系统庞大的信号处理和控制开销的影响,为研究新的MAC和PHY方法铺平了道路。在本文中,我们提出了一个简单而有效的跨层设计,用于低发射功率和带宽的操作,适应零星、低容量传输和相对宽松的QoS要求的应用。广泛的监控和传感应用属于这一类,将成为实现未来智慧城市的基石。通过仿真,我们确定了具有上述应用特性的小区中最大支持机器终端的边界,并研究了机器终端的传输延迟和能量效率。
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